Applied AI and agent systems
Multi-agent architectures with real coordination semantics, not chat chains in a trench coat.
- multi-agent
- local inference
- queue coordination
- tool use
- evaluation
Applied AI, distributed systems, and offensive security. Engagements where the architectural call is owned end to end, from spec to production.
Three practice areas, each scoped to stand on its own.
Multi-agent architectures with real coordination semantics, not chat chains in a trench coat.
High-throughput pipelines whose failure modes were thought through before the page.
Adversarial thinking, hand-driven. Original investigation of systems whose threat model has outgrown a default scanner ruleset.
From the approach, principle iii
Three modes. A short discovery call decides which one fits the problem.
Ship a system end to end. Applied AI or distributed-systems work, scoped, with a hand-off.
Pen test, red team, or vulnerability research. Scoped offensive engagement with a written report.
Architectural and security counsel on retainer. Design review, on-call sounding board, deep dives.
A response will come back on whether it is a fit, and what a useful first conversation looks like.
contact@cogniato.dev